Class GoogleCloudAiplatformV1beta1DistillationSpec

Tuning Spec for Distillation.

Inheritance
object
GoogleCloudAiplatformV1beta1DistillationSpec
Implements
Inherited Members
Namespace: Google.Apis.Aiplatform.v1beta1.Data
Assembly: Google.Apis.Aiplatform.v1beta1.dll
Syntax
public class GoogleCloudAiplatformV1beta1DistillationSpec : IDirectResponseSchema

Properties

BaseTeacherModel

The base teacher model that is being distilled, e.g., "gemini-1.0-pro-002".

Declaration
[JsonProperty("baseTeacherModel")]
public virtual string BaseTeacherModel { get; set; }
Property Value
Type Description
string

ETag

The ETag of the item.

Declaration
public virtual string ETag { get; set; }
Property Value
Type Description
string

HyperParameters

Optional. Hyperparameters for Distillation.

Declaration
[JsonProperty("hyperParameters")]
public virtual GoogleCloudAiplatformV1beta1DistillationHyperParameters HyperParameters { get; set; }
Property Value
Type Description
GoogleCloudAiplatformV1beta1DistillationHyperParameters

PipelineRootDirectory

Required. A path in a Cloud Storage bucket, which will be treated as the root output directory of the distillation pipeline. It is used by the system to generate the paths of output artifacts.

Declaration
[JsonProperty("pipelineRootDirectory")]
public virtual string PipelineRootDirectory { get; set; }
Property Value
Type Description
string

StudentModel

The student model that is being tuned, e.g., "google/gemma-2b-1.1-it".

Declaration
[JsonProperty("studentModel")]
public virtual string StudentModel { get; set; }
Property Value
Type Description
string

TrainingDatasetUri

Required. Cloud Storage path to file containing training dataset for tuning. The dataset must be formatted as a JSONL file.

Declaration
[JsonProperty("trainingDatasetUri")]
public virtual string TrainingDatasetUri { get; set; }
Property Value
Type Description
string

TunedTeacherModelSource

The resource name of the Tuned teacher model. Format: projects/{project}/locations/{location}/models/{model}.

Declaration
[JsonProperty("tunedTeacherModelSource")]
public virtual string TunedTeacherModelSource { get; set; }
Property Value
Type Description
string

ValidationDatasetUri

Optional. Cloud Storage path to file containing validation dataset for tuning. The dataset must be formatted as a JSONL file.

Declaration
[JsonProperty("validationDatasetUri")]
public virtual string ValidationDatasetUri { get; set; }
Property Value
Type Description
string

Implements